Tensor-Based Angle and Range Estimation Method in Monostatic FDA-MIMO Radar
Joint Authors
Huang, Mengxing
Xu, Tengxian
Yang, Yongqin
Wang, Han
Wu, Di
Yi, Qu
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-12
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
In the paper, joint angle and range estimation issue for monostatic frequency diverse array multiple-input multiple-output (FDA-MIMO) is proposed, and a tensor-based framework is addressed to solve it.
The proposed method exploits the multidimensional structure of matched filters in FDA-MIMO radar.
Firstly, stack the received data to form a third-order tensor so that the multidimensional structure information of the received data can be acquired.
Then, the steering matrices contain the angle and rang information are estimated by using the parallel factor (PARAFAC) decomposition.
Finally, the angle and range are achieved by utilizing the phase characteristic of the steering matrices.
Due to exploiting the multidimensional structure of the received data to further suppress the effect of noise, the proposed method performs better in angle and range estimation than the existing algorithms based on ESPRIT, simulation results can prove the proposed method’s effectiveness.
American Psychological Association (APA)
Xu, Tengxian& Yang, Yongqin& Huang, Mengxing& Wang, Han& Wu, Di& Yi, Qu. 2020. Tensor-Based Angle and Range Estimation Method in Monostatic FDA-MIMO Radar. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1196172
Modern Language Association (MLA)
Xu, Tengxian…[et al.]. Tensor-Based Angle and Range Estimation Method in Monostatic FDA-MIMO Radar. Mathematical Problems in Engineering No. 2020 (2020), pp.1-8.
https://search.emarefa.net/detail/BIM-1196172
American Medical Association (AMA)
Xu, Tengxian& Yang, Yongqin& Huang, Mengxing& Wang, Han& Wu, Di& Yi, Qu. Tensor-Based Angle and Range Estimation Method in Monostatic FDA-MIMO Radar. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1196172
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196172